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Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples

Lee, C , Lim, Chiehyeon

Conference Paper Issue Date2024-11-16 View8

Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption

Kim, Jaeyun , Lee, Joohee , Cheon, Jung-Hee , Park, Saerom

Conference Paper Issue Date2024-07-23 View19

다중 가공 조건에서의 공구 잔여 수명 예측을 위한 연속학습 방법론 개발

Kim, Gyeongho , Kang, Yunseok , Yang, Sang Min , Choi, Jae Gyeong , Hwang, Gahyun , Kim, Juhyun , Cheon, Ji Yeon , Lim, Chansung , Park, Hyung Wook , Lim, Sunghoon

Conference Paper Issue Date2024-07-19 View13

QCQP-Net: Reliably Learning Feasible Alternating Current Optimal Power Flow Solutions Under Constraints

Zeng, Sihan , Kim, Youngdae , Ren, Yuxuan , Kim, Kibaek

Conference Paper Issue Date2024-07-15 View11

Optimal and Personalized Dose Determination for Patients with Thyroid Hormone Disorders Using Deep Learning-Based Survival Analysis

Kam, Seungsu , Cho, Jaehun , Shin, Kyubo , Kim, Sungil

Conference Paper Issue Date2024-05-21 View19

Enhancing Human Activity Recognition with Comparative Data Fusion and Learning Strategies

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2024-05-21 View29

Integrating Neural Controlled Differential Equations and Neural Flow for Comprehensive Irregularly-sampled Time Series Analysis

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-05-19 View27

Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-05-07 View23

Personalized Initial Dosage Recommender System for Hyperthyroidism Patients Using Deep Survival Analysis

Cho, Jaehun , Kam, Seungsu , Shin, Kyubo , Moon, Jae Hoon , Kim, Sungil

Conference Paper Issue Date2024-05-03 View20

Assessing User Retention of Upgradable Home Appliances: Survival Analysis

Cho, Hyejin , Kam, Seungsu , Hur, Chanbeom , Kim, Sungil

Conference Paper Issue Date2024-05-02 View18

Neural Marked Hawkes Process for Limit Order Book Modeling File

Chung, Guhyuk , Lee, Yongjae , Kim, Woo Chang

Conference Paper Issue Date2024-04-25 View37

Invertible Solution of Neural Differential Equations for Analysis of Irregularly-Sampled Time Series

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-02-26 View24

Mixed-Effects Contextual Bandits

Lee, Kyungbok , Paik, Myunghee Cho , Oh, Min-hwan , Kim, Gi-Soo

Conference Paper Issue Date2024-02-22 View16

Fair Sampling in Diffusion Models through Switching Mechanism

Choi, Yujin , Park, Jinseong , Kim, Hoki , Lee, Jaewook , Park, Saerom

Conference Paper Issue Date2024-02-22 View53

Enhancing Astronomical time series Classification with Neural Stochastic Differential Equations under Irregular Observations

Oh, YongKyung , Kam, Seungsu , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-02-20 View20

The Production Scheduling Problem in a High-mix, Low-volume Production Setting with Non-identical Parallel Machines

Kweon, Sang Jin , Lee, Nakyung , Bok, Younggyu , Jo, Sugyeong , Yoon, Seokho

Conference Paper Issue Date2023-12-20 View20

Unifying Neural Controlled Differential Equations and Neural Flow for Irregular Time Series Classification

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2023-12-06 View16

LLMs Analyzing the Analysts: Do BERT and GPT Extract More Value from Financial Analyst Reports? File

Kim, Seonmi , Kim, Seyoung , Kim, Yejin , Park, Junpyo , Kim, Seongjin , Kim, Moolkyeol , Sung, Chang Hwan , Hong, Joohwan , Lee, Yongjae

Conference Paper Issue Date2023-11-27 View19

SimStock : Representation Model for Stock Similarities File

Hwang, Yoontae , Lee, Junhyeong , Kim, Daham , Noh, Seunghwan , Hong, Joohwan , Lee, Yongjae

Conference Paper Issue Date2023-11-27 View27

A GANs-Based Approach for Stock Price Anomaly Detection and Investment Risk Management File

Kim, Seyoung , Hong, Joohwan , Lee, Yongjae

Conference Paper Issue Date2023-11-27 View132

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